{"id":"https://openalex.org/W3167439634","doi":"https://doi.org/10.1007/978-3-030-77964-1_40","title":"EEG-Based Emotion Recognition \u2013 Evaluation Methodology Revisited","display_name":"EEG-Based Emotion Recognition \u2013 Evaluation Methodology Revisited","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3167439634","doi":"https://doi.org/10.1007/978-3-030-77964-1_40","mag":"3167439634"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-77964-1_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77964-1_40","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028994216","display_name":"S\u0142awomir Opa\u0142ka","orcid":"https://orcid.org/0000-0001-9329-544X"},"institutions":[{"id":"https://openalex.org/I188884621","display_name":"Lodz University of Technology","ror":"https://ror.org/00s8fpf52","country_code":"PL","type":"education","lineage":["https://openalex.org/I188884621"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"S\u0142awomir Opa\u0142ka","raw_affiliation_strings":["Institute of Information Technology, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland"],"raw_orcid":"https://orcid.org/0000-0001-9329-544X","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland","institution_ids":["https://openalex.org/I188884621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042758940","display_name":"Bart\u0142omiej Stasiak","orcid":"https://orcid.org/0000-0002-8937-1988"},"institutions":[{"id":"https://openalex.org/I188884621","display_name":"Lodz University of Technology","ror":"https://ror.org/00s8fpf52","country_code":"PL","type":"education","lineage":["https://openalex.org/I188884621"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Bart\u0142omiej Stasiak","raw_affiliation_strings":["Institute of Information Technology, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland"],"raw_orcid":"https://orcid.org/0000-0002-8937-1988","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland","institution_ids":["https://openalex.org/I188884621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057494227","display_name":"Agnieszka Wosiak","orcid":"https://orcid.org/0000-0001-6124-1236"},"institutions":[{"id":"https://openalex.org/I188884621","display_name":"Lodz University of Technology","ror":"https://ror.org/00s8fpf52","country_code":"PL","type":"education","lineage":["https://openalex.org/I188884621"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Agnieszka Wosiak","raw_affiliation_strings":["Institute of Information Technology, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland"],"raw_orcid":"https://orcid.org/0000-0001-6124-1236","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland","institution_ids":["https://openalex.org/I188884621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076824228","display_name":"Aleksandra Dura","orcid":"https://orcid.org/0000-0003-0428-017X"},"institutions":[{"id":"https://openalex.org/I188884621","display_name":"Lodz University of Technology","ror":"https://ror.org/00s8fpf52","country_code":"PL","type":"education","lineage":["https://openalex.org/I188884621"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Aleksandra Dura","raw_affiliation_strings":["Institute of Information Technology, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland"],"raw_orcid":"https://orcid.org/0000-0003-0428-017X","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland","institution_ids":["https://openalex.org/I188884621"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076738654","display_name":"Adam Wojciechowski","orcid":"https://orcid.org/0000-0003-3786-7225"},"institutions":[{"id":"https://openalex.org/I188884621","display_name":"Lodz University of Technology","ror":"https://ror.org/00s8fpf52","country_code":"PL","type":"education","lineage":["https://openalex.org/I188884621"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adam Wojciechowski","raw_affiliation_strings":["Institute of Information Technology, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland"],"raw_orcid":"https://orcid.org/0000-0003-3786-7225","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, \u0141\u00f3d\u017a University of Technology, \u0141\u00f3d\u017a, Poland","institution_ids":["https://openalex.org/I188884621"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I188884621"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.4497,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88758364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"525","last_page":"539"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8331443071365356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6702991724014282},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6301534175872803},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6134867072105408},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5962283611297607},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5788050889968872},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.570450484752655},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5143783688545227},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5100553631782532},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.450510710477829},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4383430480957031},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.42419862747192383},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4105621874332428},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3982718288898468},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3808833062648773},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.17275795340538025},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11379826068878174},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08576607704162598},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06843933463096619}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8331443071365356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6702991724014282},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6301534175872803},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6134867072105408},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5962283611297607},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5788050889968872},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.570450484752655},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5143783688545227},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5100553631782532},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.450510710477829},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4383430480957031},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.42419862747192383},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4105621874332428},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3982718288898468},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3808833062648773},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.17275795340538025},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11379826068878174},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08576607704162598},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06843933463096619},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-77964-1_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77964-1_40","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2002055708","https://openalex.org/W2110444396","https://openalex.org/W2122098299","https://openalex.org/W2139564752","https://openalex.org/W2149628368","https://openalex.org/W2570697713","https://openalex.org/W2572280252","https://openalex.org/W2604825588","https://openalex.org/W2749037581","https://openalex.org/W2761266324","https://openalex.org/W2762323924","https://openalex.org/W2770913396","https://openalex.org/W2774049169","https://openalex.org/W2778812440","https://openalex.org/W2801360775","https://openalex.org/W2888556550","https://openalex.org/W2889782437","https://openalex.org/W2897351303","https://openalex.org/W2915893085","https://openalex.org/W2917160625","https://openalex.org/W2963355311","https://openalex.org/W2964065019","https://openalex.org/W2989989812","https://openalex.org/W3005744871"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4323929055","https://openalex.org/W2032664813"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
